105 search results - page 1 / 21 » A Sequence Kernel and its Application to Speaker Recognition |
NIPS
2001
13 years 6 months ago
2001
A novel approach for comparing sequences of observations using an explicit-expansion kernel is demonstrated. The kernel is derived using the assumption of the independence of the ...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We applied a multiple kernel learning (MKL) method based on information-theoretic optimization to speaker recognition. Most of the kernel methods applied to speaker recognition sy...
CSL
2006
Springer
13 years 5 months ago
2006
Springer
Support vector machines (SVMs) have proven to be a powerful technique for pattern classification. SVMs map inputs into a high dimensional space and then separate classes with a hy...
ICASSP
2010
IEEE
13 years 5 months ago
2010
IEEE
The sequence kernel has been shown to be a promising kernel function for learning from sequential data such as speech and DNA. However, it is not scalable to massive datasets due ...
TNN
2011
12 years 12 months ago
2011